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Jonathan CarluchoJC
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Jonathan Carlucho

@jonathancarlucho

AI-native founder-engineer. I ship complete production systems solo—AI sales agents that close real deals, and a full fintech SaaS. Not demos.

United States
Message

What I'm looking for

I want to ship end-to-end AI automation that integrates with real CRM/ads/webhooks, uses guardrails and LLM evaluation, and runs a measurement loop in production—so my work shows up as closed deals, not clicks.

I’m an AI-native founder-engineer who ships complete production systems—often solo, always in days, not decks. Most candidates show certificates; I show systems running right now with real users and real money on the line: “Sofía,” a bilingual AI sales agent live on cylinderautosales.com that qualifies and books customers 24/7, and PropCommand, a full fintech SaaS I architected and built end-to-end.

I drive AI coding agents (Claude Code, Codex) to write complete code, then harden it with adversarial audits, guardrails, and LLM-as-judge evaluation. For Sofía I mined 1,200+ real conversations, wired a closed CRM→ad attribution loop (phone → GoHighLevel → Meta CAPI) that proves which ad produced an actual sale—not a click—and shipped multi-tenant “Sofía Cloud” (Supabase RLS) plus “Agency OS” so it scales safely.

PropCommand shows the range I build solo: a risk-first NinjaTrader 8 execution engine in C#, a Next.js/Supabase dashboard, Stripe billing and a Telegram bot, and a deterministic “brain” where every number is computed by code and the LLM only narrates—and must pass a verifier before it ships.

I’ve also built an Android device farm and a Chrome extension for marketplace automation, a multi-agent orchestration dashboard, and recovered and extended a live algorithmic trading system with out-of-sample validation. Full-stack across TypeScript/React/Next.js, Python/Node, Supabase/Firebase, and C#.

Experience

Work history, roles, and key accomplishments

PC
Current

Quantitative Developer

Private Trading Client

Jan 2025 - Present (1 year 7 months)

Recovered a NinjaTrader 8 (C#) algorithmic trading system from a dead VPS, adding an ONNX ML inference gate. Built a Python research pipeline with pre-registered out-of-sample validation to reduce false edges before they impact capital.

AD
Current

Founder & AI Engineer

AI Automation Agency for Auto Dealerships

Jan 2025 - Present (1 year 7 months)

Architected and shipped “Sofía,” a bilingual AI sales agent (Anthropic Claude API) that answers, qualifies, and books real customers 24/7 via web chat and WhatsApp with guardrails and LLM-as-judge verification. Built the ad-to-CRM closed-loop using Meta Conversions API, plus voice-agent routing and an “Agency OS” Node.js platform backed by Supabase for multi-tenant conversation data.

LO
Current

Automation Engineer

LotPilot

Jan 2025 - Present (1 year 7 months)

Built an Android device farm (ADB/uiautomator2) with Python agents orchestrated by Node.js, and a Chrome MV3 extension to turn dealer inventory into Facebook Marketplace listings. Hardened the system with multi-agent adversarial code audits and unit tests, including fixes for safety-gate issues.

Education

Degrees, certifications, and relevant coursework

SC

Self-directed coursework

Project-based learning program, AI automation engineering

2024 -

Relentless, project-based learning focused on the systems described in the resume, ongoing since 2024.

Antelope Valley College logoAC

Antelope Valley College

ESL coursework, English as a Second Language (ESL)

2024 -

ESL coursework at Antelope Valley College in California.

BS

Buenos Aires, Argentina (High School)

High School Diploma, High school education

Completed a High School Diploma in Buenos Aires, Argentina.

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